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Maternal overall health chance identification is crucial, particularly in reducing the volume of maternal deaths. This examine investigated the issue applying authentic-globe info obtained from various hospitals with individuals during their pregnancy. The dataset involves multi-course attributes for categorizing the level of risk affiliated with E